Intelligent construction benefits the public: Evidence from the opinion analysis on social media

Wang, L.; Yuan, J.; Chen, Y.; Wan, X. and Huang, G. (2026) Intelligent construction benefits the public: Evidence from the opinion analysis on social media. Engineering, Construction and Architectural Management, 33(3), pp. 2176-2199. ISSN 0969-9988

Abstract

Purpose – The construction and real estate sectors are vital to national economies, but traditional construction methods often lead to challenges such as safety risks, noise and environmental pollution. While intelligent construction is believed to mitigate these issues, there is a lack of solid empirical evidence on whether it truly benefits the general public. This paper seeks to explore the societal benefits of intelligent construction from the public's perspective, addressing this research gap. Design/methodology/approach – The research adopts a two-step approach. First, topic mining is conducted to identify topics closely related to the public's daily life, such as environmental impact, construction traffic management and construction technologies. These topics are then analyzed through sentiment analysis using a bidirectional long short-term memory model with attention mechanism to determine whether the public has a favorable view of these aspects of intelligent construction, indirectly demonstrating the benefits to the public. Findings – The primary topics identified include "industry development, " "technology enterprise, " "construction equipment, " "intelligent technology, " "environmental protection, " "robots" and "construction traffic management." Sentiment analysis shows that public sentiment is overwhelmingly positive across all topics and regions, with "environmental protection, " "construction traffic management" and "robots" receiving the most favorable reactions. Originality/value – This study provides empirical evidence of the societal benefits of intelligent construction from the public's viewpoint using social media data. The results highlight the need for continued promotion and adoption of intelligent construction due to its positive impact on society.

Item Type: Article
Uncontrolled Keywords: intelligent construction; public opinion; sentiment analysis; social media; topic modeling
Index terms: national economy, social media, traffic management, mining, real estate, industry development, construction technology, modelling, traditional construction, promotion, construction equipment, pollution, evidence, environmental impact, methodology, environmental protection, society
Subjects: research methods, heritage and conservation, communities and social development, environmental impact, digital engineering, organization, evaluation and assessment methods, analytical methods, economic analysis, operations management, construction equipment, management, environmental health, environmental engineering, geotechnical engineering, technology adoption, real estate economics
Topics: Stakeholder Management, Plant and Equipment, Business Strategy, Research Practice, Site Management, Design Practice, Urban Studies, Digital Applications, Human Resources, Sustainability, Engineering Principles
Descriptive scope: 4 PCTA

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here